Demonstrate a repeated task once. OpenAdapt compiles it into a local program that replays at $0 per healthy run across browser, Windows, macOS, RDP, and Citrix. When the screen changes, it re-checks its evidence, repairs with AI when it can, and halts for a person instead of guessing. See how it runs across every interface.
Purpose-built for repeated, high-stakes GUI work with no clean API, where a wrong action is costly and the result should be verified, not assumed.
Hosted runs in minutes · or run it entirely on your own machine · zero per-run model cost · deterministic replay you can audit
When the interface drifts, OpenAdapt re-resolves from retained evidence. It doesn’t guess.
UI drift → re-resolved via the geometry rung · governed repair saved · 0 model calls
Real capture · reviewable diff · nothing is applied without sign-off
Every run is inspectable in OpenAdapt Cloud.Run history, per-step evidence, and verified effects in the shipping hosted product: app.openadapt.aiHow it works
Three steps, one governed loop. Healthy replay is deterministic; model spend is reserved for compilation or repair.
Demonstrate one bounded, repeated task. OpenAdapt compiles the trace into a reviewable, parameterized program. Not a prompt a model rereads each run.
Healthy runs execute the compiled steps locally with zero model calls. Repeat runs are fast and cost nothing per run.
When the interface drifts, deterministic evidence re-finds the target, an optional model proposes a governed repair, or verification halts and keeps a run report.
Want the full method — what a demonstration compiles into, and exactly where repair stops? See how it works.
Real reference workflow
Synthetic local data, real Frappe Lending interactions, and an oracle outside the replay path.
Reference workflow
Each reference is a bounded, synthetic fixture with its own honest evidence and caveats.
Complete one bounded, synthetic instance while OpenAdapt captures browser evidence and input events.
Turn the demonstration into a parameterized, inspectable workflow with a declared business effect.
Execute the compiled steps locally, with no model reinterpreting the task.
Check the saved record through a separately authenticated read-only session and a direct database delta audit.
Frappe Lending v16.2.0, Frappe v16.27.0, and ERPNext v16.27.0 were pinned in a local fixture with fictional values. The six compiled trials cover one task on one environment under baseline and cosmetic-drift conditions. OpenAdapt is unaffiliated with Frappe Technologies Pvt. Ltd.; Frappe is its registered trademark.
Inspect evidence manifestMore reference workflows
Each reference is a bounded, synthetic fixture with its own honest evidence and caveats. Select one to preview it above.
Want the full method and evidence? Read the technical paper.
OpenAdapt Cloud
This is the hosted product running today at app.openadapt.ai. Workflows, runs, evidence, and reports stay connected in one reviewable dashboard.
From demonstration to operation
A demonstration becomes an inspectable workflow that runs the same from local development through governed operation.
Demonstrate a bounded, repeated task, plus the evidence OpenAdapt needs to identify targets and verify outcomes.
Turn the demonstration into an inspectable program with parameters, target evidence, postconditions, and an explicit OpenAdapt certification policy.
The fail-closed run gate rechecks the exact bundle and selected policy. Healthy replay makes no model calls and produces structured evidence.
Re-resolve from retained evidence, propose a reviewable repair when needed, and stop when configured verification fails.
One execution model across your stack
From modern browser apps to legacy Windows and remote desktops, workflows stay inspectable, policy-bound, and governed by explicit verification.
Compile DOM, accessibility, visual, and interaction evidence into deterministic browser workflows.
Use structured UI Automation with retained visual evidence to operate legacy desktop applications.
Carry the same policy, verification, repair, and audit model into remote application environments.
Choose the execution boundary
Build, inspect, and run qualified workflows on your own infrastructure with the MIT-licensed engine.
View the engineOperate approved browser workflows through the managed control plane with run history, reports, usage, and governed updates. Desktop, RDP, and Citrix run self-hosted or in a customer-controlled deployment.
See hosted optionsKeep runtime data inside a qualified customer boundary when the workflow involves regulated data, private systems, or deployment-specific effect checks.
Review the security boundaryEvery production workflow is qualified against its target application and environment. Technical teams can review the qualification evidence, engine limits and hosted architecture.
Ways to start
Run the MIT-licensed engine yourself for free. Subscribe to OpenAdapt Cloud, the managed control plane that runs approved browser workflows today. Or start a scoped paid pilot for desktop, RDP, Citrix, regulated data, and customer-controlled deployments.
Open Source
For builders and self-hosters running it on their own machines.
pip install openadapt
OpenAdapt Cloud
OpenAdapt Cloud
Up to 10,000 workflow runs/month
The managed control plane for governed execution of approved browser workflows (Beta). Approved workflows run in the managed runner with run history, reporting, and governed updates. Desktop, RDP, and Citrix run self-hosted or in a customer-controlled deployment, not in the managed subscription. Onboarding is assisted: we qualify the first workflow with you.
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Scoped pilot
Priced after qualification
Bring regulated data and customer-controlled deployments under the same governed loop. We qualify the artifact policy, effect oracle, and operating model inside your boundary, then scope and price the pilot before production use.
The hosted subscription price shown above comes directly from Stripe and is confirmed again at checkout. Regulated deployment and service terms are scoped separately.
The right fit
OpenAdapt is deliberately narrow: repeated, high-stakes GUI work with no practical API. When the result can be checked against a system of record, OpenAdapt verifies it end to end; otherwise it halts instead of guessing.
When work fits that shape, OpenAdapt runs it across every interface it touches under one governed loop: browser, Windows, macOS, RDP, and Citrix. See how it compares with RPA, computer-use agents, and browser recorders on the comparison page.
Workflow qualification
Tell us the substrate, repetition, consequence of error, data boundary, and current verification path. We'll tell you whether it fits managed cloud execution or a customer-controlled deployment, and how we'd qualify it.
Open source
pip install openadapt is the stable end-user entry point. The openadapt-flow engine records a workflow, compiles it into a reviewable program, and replays it locally with no model calls on a healthy run.
One command installs the OpenAdapt launcher and governed workflow compiler. The same CLI records, compiles, and replays across browser, Windows, macOS, RDP, and Citrix under one governed loop. No account or hosted service is required.
$pip install openadapt
Try the whole loop right now against the bundled demo app, which runs in the browser: record, compile, inspect, certify, replay, and induce known test drift. No account or cloud service. Once it is installed, your workflow data stays on your machine. One heads-up on first run: the first demo-record or replay downloads a bundled Chromium (~150 MB) once, so that step takes a few minutes, and on Linux you may need playwright install-deps first.
pip install openadaptInstall OpenAdaptopenadapt flow demo-record --out recRecord yourself doing the taskopenadapt flow compile rec --out bundle --name my-taskTurn the recording into a workflowopenadapt flow lint bundleInspect identity, assertion, and risk coverage gapsopenadapt flow certify bundle --policy clinical-writeThe clinical gate refuses this demo bundle and exits non-zero — on purpose. Safeguards refuse instead of guessing. Re-run with --policy permissive to see a clean pass.openadapt flow replay bundleReplay it locally, with zero AI callsopenadapt flow replay bundle --drift themeExercise deterministic re-resolution on bundled test driftpip uninstall openadaptRemove the launcher when you are finishedEvery replay writes a step-by-step run report: what ran, what it saw, what re-resolved, and what halted. Compiler/runtime source and measured limits are in the openadapt-flow engine. Evaluating a regulated workflow? Evaluate a workflow.
Adoption
16.0k installs a month across the OpenAdapt packages · top package openadapt-flow
Cumulative downloads over time, live from pypistats.org.
Product updates and hosted launch information. This does not create an account or promise access.